Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 1.490583 1.865980 2.370857 3.130091 4.304771 6.181245 9.748231
2025-07-27 1.020264 1.404442 2.008601 3.127861 5.459941 11.277731 36.002208
2025-08-03 0.776503 1.125973 1.727172 2.998465 6.293442 18.753890 226.084908
2025-08-10 0.654207 0.988529 1.607467 3.077500 7.808071 38.416914 NaN
2025-08-17 0.578661 0.905333 1.549907 3.254649 10.136030 110.775565 NaN
2025-08-24 0.510494 0.817359 1.449626 3.255635 11.999711 394.657454 NaN
2025-08-31 0.449913 0.730889 1.325999 3.114568 12.987755 2082.778076 NaN
2025-09-07 0.417612 0.693124 1.301298 3.279712 16.961622 NaN NaN
2025-09-14 0.384137 0.646898 1.243653 3.297917 20.312961 NaN NaN
2025-09-21 0.351370 0.597129 1.165403 3.194875 22.294861 NaN NaN
2025-09-28 0.325557 0.558491 1.107300 3.145461 25.358073 NaN NaN
2025-10-05 0.316271 0.553766 1.136889 3.504780 41.521977 NaN NaN
2025-10-12 0.302173 0.537044 1.131650 3.719510 63.877839 NaN NaN
2025-10-19 0.283943 0.508805 1.087842 3.710102 82.072679 NaN NaN
2025-10-26 0.264368 0.475361 1.022587 3.543277 88.364667 NaN NaN
2025-11-02 0.252587 0.458634 1.004082 3.644051 135.554857 NaN NaN
2025-11-09 0.244180 0.448769 1.004415 3.871508 284.803375 NaN NaN
2025-11-16 0.232611 0.430117 0.973547 3.872768 459.237237 NaN NaN
2025-11-23 0.219261 0.405990 0.921279 3.691470 497.166406 NaN NaN
2025-11-30 0.213031 0.398511 0.921766 3.903806 2078.006273 NaN NaN
2025-12-07 0.204601 0.384833 0.899341 3.927293 9341.134831 NaN NaN
2025-12-14 0.194851 0.367109 0.860654 3.794560 20436.062821 NaN NaN
2025-12-21 0.186735 0.352860 0.831918 3.731089 832224.854200 NaN NaN